Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "94" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 204 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 199 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.311620 | -0.986331 | -0.749366 | -0.007973 | -0.952022 | 2.617764 | -0.200071 | 0.213043 | 0.7376 | 0.7649 | 0.2739 | 15.705508 | 15.467627 |
| 2459593 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.726678 | -1.561179 | -0.379720 | 0.345430 | -0.517287 | 2.743969 | -0.180415 | -0.370161 | 0.6717 | 0.6644 | 0.2583 | 5.807962 | 5.369682 |
| 2459592 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 0.666801 | -0.789114 | 0.041061 | -0.939077 | -0.517787 | 6.430635 | -1.718050 | 0.151892 | 0.0282 | 0.0452 | 0.0024 | nan | nan |
| 2459591 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.357148 | -1.427610 | -0.686874 | -0.254793 | -0.147658 | 3.318249 | 1.784321 | 0.840153 | 0.6039 | 0.6119 | 0.3603 | 5.398611 | 5.904253 |
| 2459590 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.178671 | -1.766197 | -1.186038 | 0.388869 | -0.136210 | 3.041825 | 1.168565 | 1.455185 | 0.6135 | 0.6202 | 0.3553 | 6.394498 | 5.864225 |
| 2459589 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.966236 | -1.840856 | -1.161250 | 0.140270 | -1.035842 | 2.645082 | -0.204889 | 0.106303 | 0.6494 | 0.6462 | 0.2923 | 6.941765 | 6.596261 |
| 2459588 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.379066 | -1.153437 | -0.555456 | 0.091887 | 1.193506 | 3.421033 | 0.326601 | 0.533208 | 0.7049 | 0.6895 | 0.2391 | 6.572958 | 6.321781 |
| 2459587 | RF_maintenance | 0.00% | - | - | - | 100.00% | 0.00% | -1.271690 | -1.322128 | -0.307254 | -0.126489 | -0.564739 | 0.015542 | 2.359870 | 2.063235 | nan | nan | nan | 4.340854 | 5.280501 |
| 2459586 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.271821 | -1.107852 | -0.936904 | -0.101884 | -0.460518 | 0.613006 | 1.541903 | 0.383015 | 0.6126 | 0.6190 | 0.3409 | 4.271934 | 4.061389 |
| 2459585 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.008856 | -0.040101 | 0.017992 | -0.012864 | -0.572410 | 1.300756 | 1.546477 | 5.691845 | 0.0309 | 0.0475 | 0.0024 | 0.000000 | 0.000000 |
| 2459584 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.810020 | -0.639516 | -0.185026 | -0.723526 | -1.632899 | -1.505121 | 1.109310 | 0.787277 | 0.5580 | 0.5656 | 0.3496 | 3.955778 | 3.959180 |
| 2459583 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.815819 | 0.384110 | -0.270207 | -0.431770 | 1.014496 | 1.644025 | 2.575268 | 3.532984 | 0.6090 | 0.6166 | 0.3659 | 6.043970 | 5.286428 |
| 2459582 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.963950 | -0.343316 | -0.169576 | -0.070733 | 0.861054 | 3.101353 | 1.051621 | 1.540151 | 0.6168 | 0.6222 | 0.3703 | 4.348669 | 4.017034 |
| 2459581 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.617614 | -0.167768 | 0.405675 | -0.714931 | 0.425831 | 3.063992 | 1.647156 | 1.796875 | 0.6097 | 0.6159 | 0.3796 | 4.214253 | 3.961128 |
| 2459580 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.765412 | -0.306397 | -0.084411 | -0.439513 | 2.460701 | 2.274053 | 3.067004 | 3.253237 | 0.6216 | 0.6286 | 0.3686 | 5.448958 | 5.250498 |
| 2459579 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.578905 | 0.077695 | -0.222252 | -0.121642 | -0.126625 | 3.637575 | 1.583863 | 2.519736 | 0.6163 | 0.6221 | 0.3706 | 7.485971 | 5.899754 |
| 2459578 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459577 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.865145 | -0.862397 | -0.090456 | -0.404740 | 0.309840 | 3.631057 | 2.941263 | 4.650101 | 0.6124 | 0.6200 | 0.3752 | 4.698977 | 4.519099 |
| 2459576 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.054710 | -1.367103 | 0.109360 | 0.053969 | -0.296761 | 3.783687 | 1.052927 | 1.049031 | 0.6458 | 0.6543 | 0.3749 | 6.785970 | 5.624393 |
| 2459575 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.704109 | -1.631594 | -0.520658 | -0.172244 | -0.665581 | 0.601931 | -0.525435 | -0.089142 | 0.7125 | 0.7149 | 0.3262 | 9.067966 | 8.495801 |
| 2459574 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.051265 | -0.410887 | -0.396689 | -0.138287 | 0.055101 | 3.036819 | 1.338275 | 0.874736 | 0.6384 | 0.6454 | 0.3681 | 4.498121 | 4.069755 |
| 2459573 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.600609 | -1.455675 | -0.730218 | -0.310015 | -0.864101 | 2.531548 | 0.178980 | 0.844468 | 0.6365 | 0.6444 | 0.3752 | 6.250736 | 5.193868 |
| 2459572 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459571 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | -0.208791 | -0.090235 | -0.735085 | -0.641509 | -0.120324 | 26.857571 | 1.841778 | 9.002410 | 0.0281 | 0.0431 | 0.0026 | nan | nan |
| 2459570 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 7.785564 | 6.655182 | 8.682337 | 8.596432 | 5.912094 | 5.815419 | 4.567693 | 5.236404 | 0.6223 | 0.6473 | 0.3672 | 0.000000 | 0.000000 |
| 2459569 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.151831 | -1.402279 | -0.240937 | -0.124696 | -0.564826 | 0.823546 | -0.164082 | 0.159097 | 0.7191 | 0.7264 | 0.2419 | 5.453747 | 4.993595 |
| 2459566 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.561588 | -1.438589 | -0.267167 | -0.070684 | -0.673138 | 4.251571 | 1.464206 | 2.414301 | 0.6353 | 0.6412 | 0.3813 | 5.323143 | 4.655303 |
| 2459565 | RF_maintenance | 0.00% | - | - | - | 100.00% | 0.00% | -1.423322 | -1.423322 | -1.357009 | -1.357009 | -0.584162 | -0.584162 | -0.612392 | -0.612392 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.004816 | -0.165580 | 0.292755 | 0.342288 | -0.333566 | -0.115965 | 2.451736 | 3.137262 | 0.6401 | 0.6411 | 0.3858 | 4.031895 | 3.324514 |
| 2459563 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.949108 | 6.315827 | 20.571699 | 23.236279 | 11.171760 | 14.475359 | -0.974509 | -1.433159 | 0.6314 | 0.6260 | 0.3705 | 5.174233 | 4.199928 |
| 2459562 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459561 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.543397 | -0.238266 | -0.129410 | 0.210736 | -0.290128 | 0.056895 | 0.497632 | 0.709144 | 0.6482 | 0.6579 | 0.3759 | 3.855793 | 3.486333 |
| 2459560 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.397688 | -0.335442 | 0.127683 | 0.132392 | -0.256350 | 0.576284 | 0.665082 | 1.329363 | 0.6422 | 0.6440 | 0.3808 | 3.995862 | 3.458971 |
| 2459559 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.294691 | -0.192501 | 0.156156 | 0.209586 | -0.388100 | 0.036275 | 1.315309 | 2.119075 | 0.6441 | 0.6491 | 0.3712 | 3.566458 | 3.172371 |
| 2459558 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.543337 | -0.823060 | -0.735866 | 0.141419 | -0.498411 | 1.606169 | 0.519361 | 1.091076 | 0.6487 | 0.6508 | 0.3776 | 4.365485 | 4.117038 |
| 2459557 | RF_maintenance | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0269 | 0.0454 | 0.0016 | nan | nan |
| 2459556 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.084898 | -0.927574 | -0.462200 | 0.203105 | -0.802622 | 3.400901 | 0.367872 | 2.086226 | 0.6416 | 0.6463 | 0.3784 | 4.330011 | 3.801475 |
| 2459554 | RF_maintenance | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6493 | 0.6510 | 0.3883 | nan | nan |
| 2459553 | RF_maintenance | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6479 | 0.6533 | 0.3893 | nan | nan |
| 2459552 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.893974 | -1.396432 | -0.351987 | -0.028463 | -1.113564 | 3.506031 | 0.362465 | 1.267853 | 0.6509 | 0.6561 | 0.3862 | 10.329252 | 9.139541 |
| 2459551 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459550 | RF_maintenance | - | 98.35% | 98.35% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0429 | 0.0457 | 0.0002 | nan | nan |
| 2459549 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.724814 | -1.102067 | -0.221995 | 0.198393 | 0.283649 | 3.123946 | 2.109425 | 2.580650 | 0.6429 | 0.6521 | 0.3937 | 3.670608 | 3.557889 |
| 2459542 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.313134 | -0.963170 | 0.759613 | 1.367672 | -0.233562 | -0.000106 | 3.437742 | 2.271642 | 0.7114 | 0.7135 | 0.3549 | 4.183870 | 3.908671 |
| 2459541 | RF_maintenance | 0.00% | 1.34% | 1.34% | 0.00% | 100.00% | 0.00% | -0.853972 | -1.265179 | -0.430335 | 0.806400 | -0.684945 | 2.044308 | 1.647535 | 1.778655 | 0.7053 | 0.7064 | 0.3314 | 4.031725 | 3.860650 |
| 2459540 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.536558 | -0.533740 | -0.195082 | 0.121992 | 1.756450 | 2.055307 | 1.107072 | 0.967239 | 0.7095 | 0.7045 | 0.3424 | 3.664852 | 3.411003 |
| 2459536 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.268888 | -0.509721 | 1.092937 | 0.880296 | 0.451327 | 4.081057 | 7.301742 | 4.083043 | 0.0723 | 0.0852 | 0.0113 | 0.000000 | 0.000000 |
| 2459535 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 190.904134 | 47.172677 | 67.845724 | 38.657670 | 48.177230 | 35.437932 | 464.749142 | 342.834038 | 0.0165 | 0.0164 | 0.0009 | 0.763206 | 0.781663 |
| 2459534 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.448525 | -0.914236 | -0.090828 | -0.093004 | 2.494744 | 1.521816 | 0.508039 | 0.072581 | 0.0865 | 0.0917 | 0.0129 | 0.000000 | 0.000000 |
| 2459533 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.078891 | -1.401509 | -0.725429 | -0.413735 | 1.283986 | 2.848501 | 0.453845 | 1.381604 | 0.0795 | 0.0928 | 0.0126 | 4.425453 | 6.511177 |
| 2459532 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.934073 | -0.503110 | -0.484541 | 0.316689 | 0.235729 | 4.397077 | 0.752314 | 0.332266 | 0.0748 | 0.0857 | 0.0109 | 7.060594 | 9.406187 |
| 2459530 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.461262 | -0.158972 | 0.083897 | 0.120013 | -0.031411 | 1.232943 | 1.684558 | 0.640473 | 0.0827 | 0.1004 | 0.0136 | 15.895992 | 19.560432 |
| 2459527 | RF_maintenance | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.281487 | -1.502663 | -0.569039 | -0.793334 | -0.474534 | 6.733398 | -0.175803 | 1.686422 | 0.9061 | 0.9341 | 0.3157 | 0.000000 | 0.000000 |
| 2459523 | RF_maintenance | 0.00% | - | - | - | 100.00% | 0.00% | 0.502214 | -1.176443 | 0.470742 | 0.283205 | 0.885008 | 1.083575 | 0.175189 | -0.011149 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459522 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.982216 | -0.024667 | -0.006444 | 0.165184 | -0.402235 | 19.908523 | 1.149247 | 1.782891 | 0.6075 | 0.6739 | 0.4012 | -0.000000 | -0.000000 |
| 2459513 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | -0.123070 | -0.153412 | -0.424508 | -0.897334 | 0.032224 | 27.785313 | 3.669892 | 12.830132 | 0.0309 | 0.0647 | 0.0032 | nan | nan |
| 2459508 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.051890 | -1.285625 | -1.037578 | -0.386473 | 0.711628 | 1.788345 | -0.250608 | 0.341715 | 0.9002 | 0.9468 | 0.2004 | 0.000000 | 0.000000 |
| 2459505 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.691038 | -0.945829 | 0.296403 | 1.047018 | 0.306177 | 8.445857 | 4.624273 | 6.210411 | 0.8823 | 0.8559 | 0.2046 | 11.406741 | 12.896381 |
| 2459503 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.687268 | -1.451104 | 0.076686 | 0.266751 | -0.009727 | 2.068355 | 3.902475 | 7.637983 | 0.8595 | 0.8499 | 0.4616 | 0.000000 | 0.000000 |
| 2459501 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.098254 | -1.267882 | -0.969412 | -0.740873 | 1.088306 | 0.987200 | 1.365029 | 0.860681 | 0.8624 | 0.8968 | 0.3907 | 0.000000 | 0.000000 |
| 2459500 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.004848 | -1.340947 | -1.213087 | -1.299429 | -0.182079 | -0.100320 | 2.121775 | 5.812516 | 0.8685 | 0.8895 | 0.3820 | 0.000000 | 0.000000 |
| 2459499 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.205367 | -1.293524 | -1.320959 | -1.196062 | -0.063727 | 0.575135 | 1.582524 | 8.725396 | 0.8931 | 0.9362 | 0.1813 | 0.000000 | 0.000000 |
| 2459498 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.424110 | -1.260217 | -1.119212 | -0.905752 | 0.034331 | -0.080436 | 0.753396 | 2.732238 | 0.8792 | 0.8917 | 0.4214 | 0.000000 | 0.000000 |
| 2459497 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.845927 | -0.673892 | -1.087794 | -0.941730 | 0.129287 | 1.483903 | 1.235160 | 3.239691 | 0.8902 | 0.9236 | 0.3421 | 0.000000 | 0.000000 |
| 2459496 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.011191 | -1.065702 | -0.698269 | -0.574562 | 0.819894 | 1.316070 | 3.699930 | 4.673314 | 0.8972 | 0.8994 | 0.3977 | 0.000000 | 0.000000 |
| 2459495 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.107866 | -1.543892 | -0.754438 | -0.805502 | 0.800244 | 1.244699 | 2.186560 | 3.095860 | 0.8931 | 0.8934 | 0.4339 | 0.000000 | 0.000000 |
| 2459494 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.420526 | -1.250293 | -0.651255 | -1.080806 | 0.437839 | 0.819108 | 2.525976 | 1.317472 | 0.8848 | 0.8869 | 0.4422 | 0.000000 | 0.000000 |
| 2459492 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.141808 | -0.687168 | -0.891818 | -0.431291 | 1.533850 | 5.176242 | 2.830564 | 6.579510 | 0.7551 | 0.8062 | 0.3319 | 16.971284 | 8.534596 |
| 2459491 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.024201 | 0.389523 | -0.318167 | 0.264098 | 2.735425 | 6.609872 | 2.366275 | 1.837342 | 0.7919 | 0.8183 | 0.2711 | 3.952446 | 3.324824 |
| 2459490 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.263387 | -1.387519 | -0.476529 | -0.936234 | 1.104463 | 4.400863 | 3.620029 | 5.107495 | 0.7429 | 0.8006 | 0.3836 | 4.408381 | 4.259063 |
| 2459489 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.218246 | 0.232930 | -0.504301 | -0.281105 | 1.526877 | 5.489646 | 4.790499 | 4.680839 | 0.7607 | 0.8046 | 0.3276 | 3.831134 | 3.707888 |
| 2459488 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.536507 | -1.595003 | -0.490579 | -0.705245 | 0.930561 | 6.984662 | 6.315040 | 13.474607 | 0.7612 | 0.8082 | 0.3596 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | nn Temporal Variability | 9.449256 | 2.236552 | 0.364300 | 4.235637 | 0.702950 | 9.449256 | 0.702209 | 9.092469 | 3.331788 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | nn Temporal Variability | 11.573068 | 0.285841 | 2.116680 | 1.790640 | 9.579067 | 0.495026 | 11.573068 | 7.563927 | 2.856900 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | nn Temporal Variability | 11.139349 | 0.366870 | 3.166823 | 1.208025 | 8.307180 | 1.026330 | 11.139349 | 2.938371 | 6.212112 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | nn Temporal Discontinuties | 7.671635 | -0.181344 | 1.081302 | 0.778888 | 5.088565 | 0.013954 | 6.827254 | 3.782090 | 7.671635 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | nn Temporal Variability | 7.379096 | 0.658566 | 3.479528 | 0.617347 | 2.108413 | -1.023784 | 7.379096 | 2.146054 | 1.173186 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | Not Found | ee Temporal Discontinuties | 1953.584148 | 62.055803 | 61.186984 | 68.806734 | 93.174571 | 154.381801 | 433.713941 | 929.244806 | 1953.584148 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | nn Temporal Discontinuties | 3071.737744 | 135.003958 | 53.948106 | 103.297624 | 68.040518 | 255.589698 | 82.506948 | 3071.737744 | 962.629906 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | nn Temporal Discontinuties | 2341.600781 | 31.013901 | 38.598006 | 50.448537 | 51.071054 | 119.058456 | 139.685975 | 2230.741034 | 2341.600781 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | nn Temporal Discontinuties | 1306.686504 | 56.813927 | 74.296764 | 250.763802 | 266.965859 | 30.439452 | 44.880698 | 827.099353 | 1306.686504 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | nn Temporal Discontinuties | 1316.948276 | 31.076446 | 40.562666 | 54.885611 | 68.432184 | 277.156561 | 280.139542 | 945.039873 | 1316.948276 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | nn Temporal Discontinuties | 1274.986797 | 67.849638 | 60.804466 | 75.104547 | 71.425574 | 435.822006 | 413.610155 | 1274.986797 | 1156.039816 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | nn Temporal Discontinuties | 14.044940 | 0.347105 | 4.560509 | 1.659361 | 4.937484 | 0.368544 | 13.175107 | 3.243078 | 14.044940 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | nn Temporal Variability | 11.253851 | -1.193996 | 0.431124 | 0.195661 | 9.556193 | -0.982887 | 11.253851 | 1.845919 | 7.982140 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | nn Temporal Discontinuties | 3.800193 | 1.249774 | -0.732423 | 3.146245 | -0.210785 | 3.245606 | -0.200409 | 3.800193 | 1.413695 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | nn Temporal Variability | 10.331075 | 3.095602 | -0.237700 | 1.630166 | -0.000275 | 10.331075 | 0.116773 | 5.041766 | 1.602815 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | nn Shape | 2.902934 | 2.902934 | 0.018528 | 1.618572 | 0.067341 | 1.758564 | 0.055738 | 2.514114 | 0.668232 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | nn Temporal Discontinuties | 6.930909 | 4.403316 | 0.558420 | 2.232006 | 0.265824 | 2.802574 | 0.207485 | 6.930909 | 0.610798 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | nn Power | 8.228173 | 1.126874 | -0.270706 | 8.228173 | 0.562855 | 7.290191 | -1.180136 | 6.633499 | 1.308955 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | nn Shape | 3.095058 | 0.354253 | 3.095058 | 0.164679 | 1.735410 | 0.258477 | 2.246062 | 2.393016 | 2.009077 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | nn Temporal Variability | 15.634204 | 2.783125 | 0.466577 | 1.800907 | 0.376797 | 15.634204 | -0.113569 | 2.623948 | 1.950782 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | nn Temporal Variability | 10.111849 | 1.981483 | 0.285786 | 1.177740 | 0.130731 | 10.111849 | -0.344116 | 7.322987 | 1.218005 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | nn Temporal Variability | 2.367129 | 2.178386 | 0.310631 | 1.288092 | 0.045123 | 2.367129 | 0.040313 | 2.168904 | 0.877384 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | nn Temporal Discontinuties | 10.605965 | 0.640862 | 3.066452 | 1.445888 | 7.831789 | 0.696250 | 6.252967 | 6.016196 | 10.605965 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | nn Temporal Variability | 9.734460 | 0.323203 | 1.813689 | 0.332458 | 1.602242 | 4.316315 | 9.734460 | 5.277434 | 0.917137 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | nn Temporal Variability | 8.723557 | 1.609304 | 0.134530 | 0.918998 | -0.030390 | 8.723557 | 6.455422 | 3.307827 | 3.925419 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | nn Temporal Variability | 82.114876 | 0.123982 | 2.003036 | 0.580964 | 1.188575 | -0.490934 | 82.114876 | 1.705888 | 38.445356 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | nn Temporal Variability | 10.537286 | -0.187610 | 1.877495 | 0.238459 | 1.192090 | 0.708731 | 10.537286 | 0.713358 | 10.484917 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | nn Temporal Discontinuties | 9.125100 | 0.144183 | 1.906998 | 0.192469 | 1.088454 | -0.104347 | 7.597397 | 1.519175 | 9.125100 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | nn Temporal Discontinuties | 9.528373 | -0.251357 | 1.647046 | 0.607947 | 6.497096 | -0.051686 | 6.024672 | 3.893394 | 9.528373 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | nn Temporal Variability | 7.972507 | 2.165952 | 0.083296 | 1.280800 | 0.417956 | 7.972507 | 0.353342 | 7.440785 | 2.086208 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | nn Power | 5.075686 | 1.482844 | -0.271448 | 5.075686 | 0.064473 | 4.405385 | -0.783255 | 2.604361 | -0.089820 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | nn Temporal Discontinuties | 5.107964 | -1.043467 | -0.966944 | -0.083079 | -0.398954 | 4.676130 | 0.415445 | 5.107964 | 2.262169 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | nn Temporal Variability | 16.031207 | -1.230535 | -0.874666 | -0.468264 | -0.566906 | 16.031207 | -0.788083 | 8.275343 | 0.009540 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | nn Temporal Discontinuties | 8.465599 | -0.259388 | 0.686637 | 0.235411 | 4.784690 | -0.084781 | 4.197092 | 5.944158 | 8.465599 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | nn Temporal Discontinuties | 5.335610 | 0.512584 | 0.311243 | -0.993066 | -0.706162 | -0.979123 | -1.239700 | 5.335610 | 1.868190 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | nn Temporal Variability | 3.878617 | -0.970937 | -0.782865 | -0.563462 | -0.548894 | 3.878617 | -0.176613 | 2.035951 | 0.344962 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | nn Temporal Variability | 17.391741 | 0.856946 | -0.325246 | 1.223744 | 0.845883 | 17.391741 | -0.637884 | 15.784858 | 1.350461 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | nn Temporal Variability | 54.432746 | 0.283722 | -0.950408 | 1.512642 | 0.725186 | 54.432746 | 0.423591 | 1.160902 | 3.034468 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | nn Temporal Discontinuties | 8.036968 | -0.975583 | -1.295755 | -0.388647 | 2.725494 | -0.729184 | 7.712076 | 2.741751 | 8.036968 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | nn Temporal Variability | 11.553398 | -1.187080 | -0.721545 | 1.597746 | 0.056494 | 11.553398 | -0.759868 | 6.974294 | 2.294613 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | ee Temporal Discontinuties | 14504.561314 | 4444.062953 | 4444.062953 | 4146.297990 | 4146.297990 | 2940.243360 | 2940.243360 | 14504.561314 | 14504.561314 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | nn Temporal Discontinuties | 3039.715900 | 814.289418 | 814.289418 | 735.744504 | 735.744504 | 763.827042 | 763.827042 | 3039.715900 | 3039.715900 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | ee Temporal Discontinuties | 2088.967410 | 706.026122 | 706.026122 | 700.263987 | 700.263987 | 637.763148 | 637.763148 | 2088.967410 | 2088.967410 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | N10 | RF_maintenance | ee Temporal Discontinuties | 2.747767 | 0.432598 | -0.273857 | 1.964997 | -0.220508 | 1.785105 | -0.526851 | 2.326866 | 2.747767 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 13.321153 | -1.196511 | -1.771634 | -1.216414 | 2.279209 | -1.139130 | 13.321153 | 4.536342 | 7.891197 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Discontinuties | 10.667938 | -1.549348 | -0.708775 | -0.946826 | 2.622237 | -0.770952 | 8.129586 | 3.727678 | 10.667938 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Temporal Discontinuties | 5.174053 | -0.776294 | -1.024758 | 0.341310 | 2.024813 | -1.408308 | 4.129944 | 5.174053 | 2.153139 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 112.029280 | -0.956187 | -1.179023 | 0.974609 | -0.433685 | 112.029280 | 0.539660 | 3.657591 | 3.632003 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 9.003596 | -1.717241 | -0.946309 | 1.433810 | -0.450072 | 9.003596 | -0.793771 | 2.780861 | 3.994573 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 9.762119 | -1.398946 | -1.176996 | 1.512541 | -0.183245 | 9.762119 | 0.287560 | 3.735898 | 7.985622 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 8.209128 | -1.094548 | -1.838971 | -0.342712 | 1.516521 | 0.311925 | 8.209128 | 2.511751 | 1.616315 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 11.155788 | -0.793704 | -0.749269 | 2.698615 | 0.530928 | 11.155788 | -0.162302 | 2.997963 | 5.202834 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 12.733312 | -0.844575 | -0.774247 | -0.235586 | 1.251326 | 2.325534 | 12.733312 | 6.173673 | 3.027699 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 10.515418 | -1.448094 | -0.958676 | 0.943612 | -0.504760 | 10.515418 | 0.561542 | 2.704492 | 5.399691 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Temporal Discontinuties | 6.044553 | -0.117075 | -0.837113 | -0.111975 | 0.851479 | -0.092059 | 2.024331 | 6.044553 | 4.085150 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 7.172493 | -1.449832 | -0.591799 | 0.955344 | -0.697679 | 7.172493 | 0.642552 | 2.787969 | 3.954444 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 21.726467 | -1.088136 | -0.223592 | -0.426603 | -0.139444 | 21.726467 | 4.379286 | 18.655233 | 3.080300 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Discontinuties | 7.883492 | -1.186437 | -1.393266 | -0.955162 | 0.157075 | 0.053427 | 2.678238 | 6.641092 | 7.883492 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Temporal Variability | 5.154740 | 0.054718 | -0.820685 | 1.326387 | -0.475124 | 5.154740 | 0.848918 | 0.823597 | 0.112732 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 25.443813 | -0.000492 | -1.333005 | -0.302825 | -0.332992 | 12.125980 | 25.443813 | 5.217629 | 3.330829 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Temporal Discontinuties | 2.915629 | -1.253180 | -0.022219 | -0.056933 | -1.064319 | 1.226406 | 0.740770 | 0.368319 | 2.915629 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Temporal Discontinuties | 3.227187 | -0.383417 | -0.978149 | -0.795990 | -0.260765 | 1.502260 | 1.497128 | 3.227187 | 0.761904 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Temporal Discontinuties | 6.735576 | -0.905524 | -0.101684 | -0.583683 | -1.032988 | 3.499373 | 0.090849 | 4.275044 | 6.735576 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Temporal Discontinuties | 7.121908 | -1.359835 | -0.772829 | -0.537253 | -0.851714 | 2.139651 | -0.232411 | 1.219575 | 7.121908 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 2.477395 | -1.303242 | -0.324588 | -0.239071 | -1.085010 | 2.477395 | 0.469667 | 0.627622 | 2.086224 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Temporal Discontinuties | 8.385586 | -1.305845 | 0.429159 | -0.922659 | -0.473957 | 3.087203 | 0.774150 | 7.402504 | 8.385586 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 28.848574 | 0.361859 | -0.719659 | 0.351414 | -0.497198 | 4.913227 | 28.848574 | 2.410077 | 16.291718 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Temporal Discontinuties | 2.108765 | -1.478185 | -0.249962 | -0.696017 | -0.900127 | 1.640034 | 0.790350 | 0.242438 | 2.108765 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Temporal Discontinuties | 2.289723 | 0.856106 | -1.544084 | -0.690401 | 0.006374 | -0.333324 | 1.816799 | 2.289723 | 0.326405 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | -0.057879 | -0.180263 | -1.670953 | -0.874102 | -0.510011 | -0.179325 | -0.057879 | -0.620939 | -0.500514 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 1.281183 | -0.976064 | -0.995180 | -0.247496 | -1.057592 | 1.281183 | 0.522930 | -0.195893 | -0.471372 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Temporal Discontinuties | 2.188580 | -1.177133 | -1.320036 | -0.391228 | -0.815219 | 0.471931 | 2.037253 | 2.188580 | 1.060089 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Temporal Discontinuties | 1.617558 | -0.399587 | -0.399587 | -0.429324 | -0.429324 | -0.001572 | -0.001572 | 1.617558 | 1.617558 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Discontinuties | 7.655425 | -1.075669 | -1.546546 | -0.699056 | 0.163229 | -0.026635 | 2.946676 | 4.449542 | 7.655425 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 3.234132 | -0.933646 | -1.633678 | -1.075544 | 0.004344 | -0.813995 | 3.234132 | 0.647024 | 0.089463 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Temporal Discontinuties | 5.414750 | -1.377378 | -1.554336 | -1.162449 | -0.798858 | 1.757535 | 3.331161 | 5.414750 | 2.955194 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 2.484094 | -0.304913 | -0.688450 | -0.927579 | -0.565703 | 1.261611 | 2.484094 | 2.029105 | 2.148588 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 2.643458 | -1.055636 | -1.456693 | -1.043691 | -0.148353 | -0.325423 | 2.643458 | 0.875138 | 1.818781 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 2.212979 | 0.144306 | -0.915316 | 0.175945 | -0.851715 | -0.004559 | 2.212979 | 0.891093 | -0.216038 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Temporal Discontinuties | 3.965075 | -1.438389 | -1.066621 | -0.509659 | -0.699258 | 0.509330 | 2.595245 | 3.965075 | 1.400947 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Temporal Discontinuties | 3.218246 | -1.345983 | -1.033648 | -0.513174 | -0.612425 | 1.319826 | 2.809386 | 3.218246 | 1.802623 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 2.818281 | -1.163268 | -1.508702 | -0.610639 | 0.133402 | 2.818281 | 0.302120 | -0.181744 | 0.519424 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Power | 152134.342026 | 10.602719 | 1.729754 | 152134.342026 | 1.728371 | 8.752740 | 1.406177 | 8.739133 | 1.383573 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 2.132958 | -1.172410 | -1.349571 | -0.033969 | -0.567553 | 2.049594 | 2.132958 | 1.759869 | 0.731087 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 1.843934 | -1.113738 | -1.405678 | -0.799015 | -0.487221 | 0.825089 | 1.843934 | 1.367815 | -0.043957 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 2.669581 | -1.522611 | -1.301951 | -0.353290 | -0.803304 | 2.669581 | 1.181847 | 1.287931 | 0.878275 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Temporal Discontinuties | 5.263023 | -1.201155 | -1.498887 | -0.761275 | -0.342081 | 0.323611 | 2.849401 | 5.263023 | 2.374569 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 3.435405 | -1.393887 | -1.630302 | -0.798679 | -0.616271 | 0.316200 | 3.435405 | 1.152463 | 1.074607 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Temporal Discontinuties | 3.090107 | -1.520107 | -0.804325 | -0.664841 | -0.397630 | 1.870341 | 0.227302 | 0.896499 | 3.090107 |